jacooba / hyper
Code for the papers Hypernetworks in Meta-Reinforcement Learning (Beck et al., 2022) and Recurrent Hypernetworks are Surprisingly Strong in Meta-RL (Beck et al., 2023)
☆12Updated 7 months ago
Alternatives and similar repositories for hyper:
Users that are interested in hyper are comparing it to the libraries listed below
- ☆18Updated last month
- ☆42Updated last year
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆17Updated 4 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆108Updated 3 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 3 months ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆48Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆22Updated last year
- Synthetic Experience Replay☆86Updated 9 months ago
- My Body Is A Cage☆39Updated 3 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated 10 months ago
- Conservative Q learning in Jax☆52Updated 2 years ago
- ☆48Updated 2 years ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆73Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆80Updated 2 years ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆35Updated 2 years ago
- ☆42Updated 4 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆63Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆36Updated 2 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆66Updated 8 months ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆25Updated last year
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆40Updated 8 months ago
- Fast reinforcement learning research☆57Updated 2 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆54Updated 11 months ago
- Corax: Core RL in JAX☆36Updated last year
- CREATE Environment for long-horizon physics-puzzle tasks with diverse tools☆18Updated 2 years ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆37Updated last year